Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 3225859 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 319.9 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Text | 2 |
| Categorical | 1 |
gam_score_se
is highly overall correlated with gam_score and 2 other fields |
High correlation |
gam_score_90mse
is highly overall correlated with gam_score and 2 other fields |
High correlation |
gam_score_90pse
is highly overall correlated with gam_score and 2 other fields |
High correlation |
gam_score
is highly overall correlated with gam_score_se and 2 other fields |
High correlation |
nichd
is highly overall correlated with norm |
High correlation |
norm
is highly overall correlated with nichd |
High correlation |
gam_score is highly skewed (γ1 = -68.000823) |
Skewed |
gam_score_se is highly skewed (γ1 = 635.0719086) |
Skewed |
gam_score_90mse is highly skewed (γ1 = -634.9143922) |
Skewed |
gam_score_90pse is highly skewed (γ1 = 635.2238839) |
Skewed |
DE is highly skewed (γ1 = 168.5327063) |
Skewed |
nichd is uniformly distributed |
Uniform |
norm has 460837 (14.3%) zeros |
Zeros |
D has 126892 (3.9%) zeros |
Zeros |
E has 538729 (16.7%) zeros |
Zeros |
DE has 2453256 (76.0%) zeros |
Zeros |
Reproduction
| Analysis started | 2025-04-28 13:23:11.110191 |
|---|---|
| Analysis finished | 2025-04-28 13:34:19.469000 |
| Duration | 11 minutes and 8.36 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
atc_concept_id
Real number (ℝ)
| Distinct | 1088 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22091329 |
| Minimum | 1588648 |
|---|---|
| Maximum | 45893497 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 1588648 |
|---|---|
| 5-th percentile | 21600399 |
| Q1 | 21601751 |
| median | 21603179 |
| Q3 | 21604256 |
| 95-th percentile | 21604857 |
| Maximum | 45893497 |
| Range | 44304849 |
| Interquartile range (IQR) | 2505 |
Descriptive statistics
| Standard deviation | 3297360 |
|---|---|
| Coefficient of variation (CV) | 0.14926037 |
| Kurtosis | 35.926151 |
| Mean | 22091329 |
| Median Absolute Deviation (MAD) | 1165 |
| Skewness | 5.6364971 |
| Sum | 7.1263514 × 1013 |
| Variance | 1.0872583 × 1013 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21603929 | 26880 | 0.8% |
| 21601423 | 26425 | 0.8% |
| 21602256 | 24227 | 0.8% |
| 21602735 | 23891 | 0.7% |
| 21604344 | 23128 | 0.7% |
| 21603967 | 21000 | 0.7% |
| 21602734 | 20664 | 0.6% |
| 21602732 | 20356 | 0.6% |
| 21603911 | 19705 | 0.6% |
| 21601390 | 18879 | 0.6% |
| Other values (1078) | 3000704 |
| Value | Count | Frequency (%) |
| 1588648 | 42 | < 0.1% |
| 1588697 | 3339 | |
| 21600005 | 1414 | |
| 21600008 | 1309 | < 0.1% |
| 21600012 | 679 | < 0.1% |
| 21600013 | 2142 | |
| 21600019 | 1239 | < 0.1% |
| 21600034 | 2443 | |
| 21600056 | 518 | < 0.1% |
| 21600082 | 1778 |
| Value | Count | Frequency (%) |
| 45893497 | 665 | < 0.1% |
| 45893489 | 168 | < 0.1% |
| 45893488 | 4284 | |
| 45893476 | 14 | < 0.1% |
| 45893474 | 1323 | < 0.1% |
| 45893464 | 616 | < 0.1% |
| 45893463 | 413 | < 0.1% |
| 45893461 | 350 | < 0.1% |
| 45893458 | 84 | < 0.1% |
| 45893267 | 7 | < 0.1% |
meddra_concept_id
Real number (ℝ)
| Distinct | 10770 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36482484 |
| Minimum | 788090 |
|---|---|
| Maximum | 46277190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 788090 |
|---|---|
| 5-th percentile | 35204955 |
| Q1 | 35808819 |
| median | 36311982 |
| Q3 | 36818654 |
| 95-th percentile | 42889379 |
| Maximum | 46277190 |
| Range | 45489100 |
| Interquartile range (IQR) | 1009835 |
Descriptive statistics
| Standard deviation | 3066521.4 |
|---|---|
| Coefficient of variation (CV) | 0.084054623 |
| Kurtosis | 85.529364 |
| Mean | 36482484 |
| Median Absolute Deviation (MAD) | 503188 |
| Skewness | -6.6525331 |
| Sum | 1.1768735 × 1014 |
| Variance | 9.4035538 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35708208 | 5705 | 0.2% |
| 37522220 | 5593 | 0.2% |
| 35809327 | 5523 | 0.2% |
| 35708202 | 5404 | 0.2% |
| 35809054 | 5376 | 0.2% |
| 35708093 | 5152 | 0.2% |
| 36718132 | 5131 | 0.2% |
| 35205038 | 4921 | 0.2% |
| 35708154 | 4900 | 0.2% |
| 35809243 | 4837 | 0.1% |
| Other values (10760) | 3173317 |
| Value | Count | Frequency (%) |
| 788090 | 7 | < 0.1% |
| 788094 | 175 | |
| 788095 | 21 | < 0.1% |
| 788096 | 21 | < 0.1% |
| 788098 | 63 | < 0.1% |
| 788100 | 56 | < 0.1% |
| 788104 | 56 | < 0.1% |
| 788105 | 77 | < 0.1% |
| 788115 | 259 | |
| 788120 | 154 |
| Value | Count | Frequency (%) |
| 46277190 | 21 | < 0.1% |
| 46277169 | 35 | < 0.1% |
| 46277163 | 21 | < 0.1% |
| 46276846 | 28 | < 0.1% |
| 46276844 | 126 | |
| 46276840 | 21 | < 0.1% |
| 46276826 | 14 | < 0.1% |
| 46276825 | 63 | |
| 46276824 | 14 | < 0.1% |
| 46276815 | 35 | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.98953 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1588648_35809076 |
|---|---|
| 2nd row | 1588648_35809076 |
| 3rd row | 1588648_35809076 |
| 4th row | 1588648_35809076 |
| 5th row | 1588648_35809076 |
| Value | Count | Frequency (%) |
| 1588648_37522220 | 7 | < 0.1% |
| 45893497_37622518 | 7 | < 0.1% |
| 1588648_35809076 | 7 | < 0.1% |
| 1588648_36315755 | 7 | < 0.1% |
| 1588648_36416514 | 7 | < 0.1% |
| 45893497_36718379 | 7 | < 0.1% |
| 45893497_36718401 | 7 | < 0.1% |
| 45893497_36718404 | 7 | < 0.1% |
| 45893497_36718422 | 7 | < 0.1% |
| 45893497_36918869 | 7 | < 0.1% |
| Other values (460827) | 3225789 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7765989 | |
| 0 | 7328559 | |
| 6 | 6913893 | |
| 3 | 6699959 | |
| 2 | 6436150 | |
| 5 | 3718862 | |
| 4 | 3479973 | |
| _ | 3225859 | |
| 7 | 3155026 | |
| 9 | 3082002 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 54805828 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7765989 | |
| 0 | 7328559 | |
| 6 | 6913893 | |
| 3 | 6699959 | |
| 2 | 6436150 | |
| 5 | 3718862 | |
| 4 | 3479973 | |
| _ | 3225859 | |
| 7 | 3155026 | |
| 9 | 3082002 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 54805828 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7765989 | |
| 0 | 7328559 | |
| 6 | 6913893 | |
| 3 | 6699959 | |
| 2 | 6436150 | |
| 5 | 3718862 | |
| 4 | 3479973 | |
| _ | 3225859 | |
| 7 | 3155026 | |
| 9 | 3082002 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 54805828 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7765989 | |
| 0 | 7328559 | |
| 6 | 6913893 | |
| 3 | 6699959 | |
| 2 | 6436150 | |
| 5 | 3718862 | |
| 4 | 3479973 | |
| _ | 3225859 | |
| 7 | 3155026 | |
| 9 | 3082002 | 5.6% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.6 MiB |
| term_neonatal | |
|---|---|
| infancy | |
| toddler | |
| early_childhood | |
| middle_childhood | |
| Other values (2) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 13 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | term_neonatal |
|---|---|
| 2nd row | infancy |
| 3rd row | toddler |
| 4th row | early_childhood |
| 5th row | middle_childhood |
Common Values
| Value | Count | Frequency (%) |
| term_neonatal | 460837 | |
| infancy | 460837 | |
| toddler | 460837 | |
| early_childhood | 460837 | |
| middle_childhood | 460837 | |
| early_adolescence | 460837 | |
| late_adolescence | 460837 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| term_neonatal | 460837 | |
| infancy | 460837 | |
| toddler | 460837 | |
| early_childhood | 460837 | |
| middle_childhood | 460837 | |
| early_adolescence | 460837 | |
| late_adolescence | 460837 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5990881 | |
| l | 4608370 | |
| d | 4608370 | |
| a | 3686696 | |
| o | 3686696 | |
| c | 3225859 | |
| n | 2765022 | 6.6% |
| _ | 2304185 | 5.5% |
| h | 1843348 | 4.4% |
| r | 1843348 | 4.4% |
| Other values (6) | 7373392 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 41936167 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5990881 | |
| l | 4608370 | |
| d | 4608370 | |
| a | 3686696 | |
| o | 3686696 | |
| c | 3225859 | |
| n | 2765022 | 6.6% |
| _ | 2304185 | 5.5% |
| h | 1843348 | 4.4% |
| r | 1843348 | 4.4% |
| Other values (6) | 7373392 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 41936167 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5990881 | |
| l | 4608370 | |
| d | 4608370 | |
| a | 3686696 | |
| o | 3686696 | |
| c | 3225859 | |
| n | 2765022 | 6.6% |
| _ | 2304185 | 5.5% |
| h | 1843348 | 4.4% |
| r | 1843348 | 4.4% |
| Other values (6) | 7373392 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 41936167 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5990881 | |
| l | 4608370 | |
| d | 4608370 | |
| a | 3686696 | |
| o | 3686696 | |
| c | 3225859 | |
| n | 2765022 | 6.6% |
| _ | 2304185 | 5.5% |
| h | 1843348 | 4.4% |
| r | 1843348 | 4.4% |
| Other values (6) | 7373392 |
| Distinct | 3201135 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72957643 |
| Minimum | -1583.2964 |
|---|---|
| Maximum | 1100.9942 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 976552 |
| Negative (%) | 30.3% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | -1583.2964 |
|---|---|
| 5-th percentile | -0.47784606 |
| Q1 | -2.2655288 × 10-6 |
| median | 7.9814651 × 10-5 |
| Q3 | 0.93100654 |
| 95-th percentile | 4.0398268 |
| Maximum | 1100.9942 |
| Range | 2684.2906 |
| Interquartile range (IQR) | 0.93100881 |
Descriptive statistics
| Standard deviation | 2.8840411 |
|---|---|
| Coefficient of variation (CV) | 3.9530349 |
| Kurtosis | 56160.376 |
| Mean | 0.72957643 |
| Median Absolute Deviation (MAD) | 0.1211918 |
| Skewness | -68.000823 |
| Sum | 2353510.7 |
| Variance | 8.317693 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -2.479471767 | 6 | < 0.1% |
| 65.93800615 | 6 | < 0.1% |
| 54.05488581 | 6 | < 0.1% |
| 42.34407438 | 6 | < 0.1% |
| 30.87659325 | 6 | < 0.1% |
| 19.63303383 | 6 | < 0.1% |
| 8.542334779 | 6 | < 0.1% |
| 0.2151436175 | 5 | < 0.1% |
| 1.654897268 | 5 | < 0.1% |
| 3.151476826 | 5 | < 0.1% |
| Other values (3201125) | 3225802 |
| Value | Count | Frequency (%) |
| -1583.296417 | 1 | |
| -1126.330337 | 1 | |
| -861.4814983 | 1 | |
| -817.4685841 | 1 | |
| -804.1519415 | 1 | |
| -703.3395573 | 1 | |
| -612.1097067 | 1 | |
| -580.7899328 | 1 | |
| -571.3190674 | 1 | |
| -405.5090676 | 1 |
| Value | Count | Frequency (%) |
| 1100.994166 | 1 | |
| 783.8090356 | 1 | |
| 726.8397677 | 1 | |
| 587.9975242 | 1 | |
| 517.7999509 | 1 | |
| 490.2477456 | 1 | |
| 324.3546238 | 1 | |
| 324.1973924 | 1 | |
| 312.4392221 | 1 | |
| 307.908627 | 1 |
| Distinct | 2285419 |
|---|---|
| Distinct (%) | 70.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50720471 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 460837 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.17607395 |
| median | 0.50328406 |
| Q3 | 0.8293085 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.65323455 |
Descriptive statistics
| Standard deviation | 0.33819667 |
|---|---|
| Coefficient of variation (CV) | 0.66678535 |
| Kurtosis | -1.287696 |
| Mean | 0.50720471 |
| Median Absolute Deviation (MAD) | 0.32664082 |
| Skewness | -0.03209883 |
| Sum | 1636170.9 |
| Variance | 0.11437699 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 460837 | 14.3% |
| 0 | 460837 | 14.3% |
| 0.1656521642 | 31 | < 0.1% |
| 0.1656521642 | 23 | < 0.1% |
| 0.1610982506 | 21 | < 0.1% |
| 0.1610982506 | 18 | < 0.1% |
| 0.1656521642 | 17 | < 0.1% |
| 0.1656521642 | 16 | < 0.1% |
| 0.3317725603 | 13 | < 0.1% |
| 0.1656521642 | 13 | < 0.1% |
| Other values (2285409) | 2304033 |
| Value | Count | Frequency (%) |
| 0 | 460837 | |
| 4.617381605 × 10-6 | 1 | < 0.1% |
| 1.271763111 × 10-5 | 1 | < 0.1% |
| 3.97711657 × 10-5 | 1 | < 0.1% |
| 5.064489504 × 10-5 | 1 | < 0.1% |
| 5.287215323 × 10-5 | 1 | < 0.1% |
| 6.223397524 × 10-5 | 1 | < 0.1% |
| 6.562148706 × 10-5 | 1 | < 0.1% |
| 6.701805892 × 10-5 | 1 | < 0.1% |
| 7.308616937 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 460837 | |
| 0.9999999367 | 1 | < 0.1% |
| 0.9999994625 | 1 | < 0.1% |
| 0.9999979339 | 1 | < 0.1% |
| 0.9999960046 | 1 | < 0.1% |
| 0.9999957444 | 1 | < 0.1% |
| 0.9999956462 | 1 | < 0.1% |
| 0.9999906414 | 1 | < 0.1% |
| 0.9999903979 | 1 | < 0.1% |
| 0.9999881375 | 1 | < 0.1% |
| Distinct | 3201135 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1151531 |
| Minimum | 2.8668088 × 10-5 |
|---|---|
| Maximum | 955748.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 2.8668088 × 10-5 |
|---|---|
| 5-th percentile | 0.0013082665 |
| Q1 | 0.0045930821 |
| median | 0.31811281 |
| Q3 | 0.90509856 |
| 95-th percentile | 2.4022826 |
| Maximum | 955748.96 |
| Range | 955748.96 |
| Interquartile range (IQR) | 0.90050548 |
Descriptive statistics
| Standard deviation | 851.67572 |
|---|---|
| Coefficient of variation (CV) | 273.39771 |
| Kurtosis | 567079.58 |
| Mean | 3.1151531 |
| Median Absolute Deviation (MAD) | 0.31555365 |
| Skewness | 635.07191 |
| Sum | 10049045 |
| Variance | 725351.53 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25.49875765 | 6 | < 0.1% |
| 32.22233532 | 6 | < 0.1% |
| 27.308445 | 6 | < 0.1% |
| 23.77487554 | 6 | < 0.1% |
| 21.20572913 | 6 | < 0.1% |
| 19.90467543 | 6 | < 0.1% |
| 21.01185789 | 6 | < 0.1% |
| 5.798424708 | 5 | < 0.1% |
| 4.297302722 | 5 | < 0.1% |
| 3.351460234 | 5 | < 0.1% |
| Other values (3201125) | 3225802 |
| Value | Count | Frequency (%) |
| 2.866808817 × 10-5 | 1 | |
| 2.903729106 × 10-5 | 1 | |
| 2.999385412 × 10-5 | 1 | |
| 3.23813602 × 10-5 | 1 | |
| 3.265033259 × 10-5 | 1 | |
| 3.279838455 × 10-5 | 1 | |
| 3.348108544 × 10-5 | 1 | |
| 3.387884774 × 10-5 | 1 | |
| 3.511656996 × 10-5 | 1 | |
| 3.533356434 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 955748.9571 | 1 | |
| 431620.9721 | 1 | |
| 427811.0042 | 1 | |
| 373427.1342 | 1 | |
| 301929.7694 | 1 | |
| 274107.4666 | 1 | |
| 257861.8838 | 1 | |
| 249115.2338 | 1 | |
| 248583.5542 | 1 | |
| 221625.9706 | 1 |
| Distinct | 3201135 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.3948504 |
| Minimum | -1572410 |
|---|---|
| Maximum | 47.232281 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2658174 |
| Negative (%) | 82.4% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | -1572410 |
|---|---|
| 5-th percentile | -2.6165057 |
| Q1 | -0.52355155 |
| median | -0.012332565 |
| Q3 | -0.0026387694 |
| 95-th percentile | 1.5253107 |
| Maximum | 47.232281 |
| Range | 1572457.2 |
| Interquartile range (IQR) | 0.52091278 |
Descriptive statistics
| Standard deviation | 1401.2542 |
|---|---|
| Coefficient of variation (CV) | -318.84002 |
| Kurtosis | 566898.09 |
| Mean | -4.3948504 |
| Median Absolute Deviation (MAD) | 0.20930088 |
| Skewness | -634.91439 |
| Sum | -14177168 |
| Variance | 1963513.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -44.42492811 | 6 | < 0.1% |
| 12.93226455 | 6 | < 0.1% |
| 9.132493784 | 6 | < 0.1% |
| 3.234404111 | 6 | < 0.1% |
| -4.006831171 | 6 | < 0.1% |
| -13.11015725 | 6 | < 0.1% |
| -26.02217145 | 6 | < 0.1% |
| -9.323265028 | 5 | < 0.1% |
| -5.41416571 | 5 | < 0.1% |
| -2.361675259 | 5 | < 0.1% |
| Other values (3201125) | 3225802 |
| Value | Count | Frequency (%) |
| -1572410.002 | 1 | |
| -709704.0598 | 1 | |
| -703870.299 | 1 | |
| -613560.7959 | 1 | |
| -497056.3389 | 1 | |
| -450388.9825 | 1 | |
| -424448.4375 | 1 | |
| -409866.166 | 1 | |
| -408933.5692 | 1 | |
| -364845.6755 | 1 |
| Value | Count | Frequency (%) |
| 47.23228124 | 1 | |
| 44.19872864 | 1 | |
| 42.4465221 | 1 | |
| 35.50573457 | 1 | |
| 34.45740278 | 1 | |
| 34.08359317 | 1 | |
| 33.28758486 | 1 | |
| 31.85564911 | 1 | |
| 31.5168847 | 1 | |
| 29.72313926 | 1 |
| Distinct | 3201135 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8540032 |
| Minimum | -5.3409881 |
|---|---|
| Maximum | 1572004.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 70408 |
| Negative (%) | 2.2% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | -5.3409881 |
|---|---|
| 5-th percentile | 0.0016412704 |
| Q1 | 0.0066339165 |
| median | 0.44092014 |
| Q3 | 2.5637388 |
| 95-th percentile | 7.5232519 |
| Maximum | 1572004.1 |
| Range | 1572009.4 |
| Interquartile range (IQR) | 2.5571049 |
Descriptive statistics
| Standard deviation | 1400.7648 |
|---|---|
| Coefficient of variation (CV) | 239.28323 |
| Kurtosis | 567252.78 |
| Mean | 5.8540032 |
| Median Absolute Deviation (MAD) | 0.43905083 |
| Skewness | 635.22388 |
| Sum | 18884189 |
| Variance | 1962142.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39.46598457 | 6 | < 0.1% |
| 118.9437478 | 6 | < 0.1% |
| 98.97727784 | 6 | < 0.1% |
| 81.45374464 | 6 | < 0.1% |
| 65.76001766 | 6 | < 0.1% |
| 52.3762249 | 6 | < 0.1% |
| 43.106841 | 6 | < 0.1% |
| 9.753552263 | 5 | < 0.1% |
| 8.723960247 | 5 | < 0.1% |
| 8.664628912 | 5 | < 0.1% |
| Other values (3201125) | 3225802 |
| Value | Count | Frequency (%) |
| -5.34098812 | 1 | |
| -4.881815974 | 1 | |
| -4.879823252 | 1 | |
| -4.54468279 | 1 | |
| -4.46198962 | 1 | |
| -4.425665167 | 1 | |
| -4.409437007 | 1 | |
| -4.300086318 | 1 | |
| -4.155693895 | 1 | |
| -4.053676269 | 1 |
| Value | Count | Frequency (%) |
| 1572004.067 | 1 | |
| 710328.9383 | 1 | |
| 703627.9047 | 1 | |
| 615014.4754 | 1 | |
| 496292.6023 | 1 | |
| 451424.5824 | 1 | |
| 423917.16 | 1 | |
| 409722.9531 | 1 | |
| 408906.3241 | 1 | |
| 364303.7678 | 1 |
| Distinct | 633 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 329.8544 |
| Minimum | 0 |
|---|---|
| Maximum | 7849 |
| Zeros | 126892 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 17 |
| median | 76 |
| Q3 | 309 |
| 95-th percentile | 1469 |
| Maximum | 7849 |
| Range | 7849 |
| Interquartile range (IQR) | 292 |
Descriptive statistics
| Standard deviation | 716.44723 |
|---|---|
| Coefficient of variation (CV) | 2.1720105 |
| Kurtosis | 30.457729 |
| Mean | 329.8544 |
| Median Absolute Deviation (MAD) | 72 |
| Skewness | 4.8510509 |
| Sum | 1.0640638 × 109 |
| Variance | 513296.63 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 126892 | 3.9% |
| 1 | 88764 | 2.8% |
| 2 | 74613 | 2.3% |
| 5 | 64044 | 2.0% |
| 3 | 54037 | 1.7% |
| 4 | 49001 | 1.5% |
| 8 | 41707 | 1.3% |
| 6 | 41397 | 1.3% |
| 7 | 39833 | 1.2% |
| 9 | 35431 | 1.1% |
| Other values (623) | 2610140 |
| Value | Count | Frequency (%) |
| 0 | 126892 | |
| 1 | 88764 | |
| 2 | 74613 | |
| 3 | 54037 | |
| 4 | 49001 | 1.5% |
| 5 | 64044 | |
| 6 | 41397 | 1.3% |
| 7 | 39833 | 1.2% |
| 8 | 41707 | 1.3% |
| 9 | 35431 | 1.1% |
| Value | Count | Frequency (%) |
| 7849 | 466 | < 0.1% |
| 6927 | 3461 | |
| 6538 | 2301 | |
| 5923 | 2815 | |
| 5659 | 3461 | |
| 5506 | 3840 | |
| 5068 | 3775 | |
| 5053 | 2346 | |
| 4975 | 2449 | |
| 4628 | 2815 |
| Distinct | 669 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.446233 |
| Minimum | 0 |
|---|---|
| Maximum | 7397 |
| Zeros | 538729 |
| Zeros (%) | 16.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 11 |
| Q3 | 56 |
| 95-th percentile | 448 |
| Maximum | 7397 |
| Range | 7397 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 323.39967 |
|---|---|
| Coefficient of variation (CV) | 3.3531602 |
| Kurtosis | 123.79768 |
| Mean | 96.446233 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 9.0930663 |
| Sum | 3.1112195 × 108 |
| Variance | 104587.34 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 538729 | 16.7% |
| 1 | 254758 | 7.9% |
| 2 | 165395 | 5.1% |
| 3 | 131393 | 4.1% |
| 4 | 103933 | 3.2% |
| 5 | 89320 | 2.8% |
| 6 | 72786 | 2.3% |
| 7 | 66875 | 2.1% |
| 8 | 60556 | 1.9% |
| 9 | 52737 | 1.6% |
| Other values (659) | 1689377 |
| Value | Count | Frequency (%) |
| 0 | 538729 | |
| 1 | 254758 | |
| 2 | 165395 | 5.1% |
| 3 | 131393 | 4.1% |
| 4 | 103933 | 3.2% |
| 5 | 89320 | 2.8% |
| 6 | 72786 | 2.3% |
| 7 | 66875 | 2.1% |
| 8 | 60556 | 1.9% |
| 9 | 52737 | 1.6% |
| Value | Count | Frequency (%) |
| 7397 | 799 | |
| 4972 | 789 | |
| 4286 | 799 | |
| 4284 | 733 | |
| 4138 | 772 | |
| 4087 | 815 | |
| 4024 | 542 | |
| 3345 | 768 | |
| 3339 | 789 | |
| 3015 | 772 |
| Distinct | 376 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72117969 |
| Minimum | 0 |
|---|---|
| Maximum | 3193 |
| Zeros | 2453256 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 3193 |
| Range | 3193 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.9236867 |
|---|---|
| Coefficient of variation (CV) | 8.2138845 |
| Kurtosis | 61924.677 |
| Mean | 0.72117969 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 168.53271 |
| Sum | 2326424 |
| Variance | 35.090064 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2453256 | |
| 1 | 468144 | 14.5% |
| 2 | 122064 | 3.8% |
| 3 | 55385 | 1.7% |
| 4 | 31452 | 1.0% |
| 5 | 20519 | 0.6% |
| 6 | 14116 | 0.4% |
| 7 | 10203 | 0.3% |
| 8 | 7690 | 0.2% |
| 9 | 5964 | 0.2% |
| Other values (366) | 37066 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 2453256 | |
| 1 | 468144 | 14.5% |
| 2 | 122064 | 3.8% |
| 3 | 55385 | 1.7% |
| 4 | 31452 | 1.0% |
| 5 | 20519 | 0.6% |
| 6 | 14116 | 0.4% |
| 7 | 10203 | 0.3% |
| 8 | 7690 | 0.2% |
| 9 | 5964 | 0.2% |
| Value | Count | Frequency (%) |
| 3193 | 1 | |
| 2629 | 1 | |
| 2611 | 1 | |
| 1747 | 1 | |
| 1697 | 1 | |
| 1591 | 1 | |
| 1451 | 1 | |
| 1239 | 1 | |
| 1163 | 1 | |
| 1096 | 1 |
Length
| Max length | 132 |
|---|---|
| Median length | 110 |
| Mean length | 44.127145 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | valsartan and sacubitril and Fatigue |
|---|---|
| 2nd row | valsartan and sacubitril and Fatigue |
| 3rd row | valsartan and sacubitril and Fatigue |
| 4th row | valsartan and sacubitril and Fatigue |
| 5th row | valsartan and sacubitril and Fatigue |
| Value | Count | Frequency (%) |
| and | 3269686 | 19.2% |
| systemic | 1071966 | 6.3% |
| oral | 1044638 | 6.1% |
| parenteral | 407190 | 2.4% |
| rectal | 261247 | 1.5% |
| increased | 144872 | 0.8% |
| topical | 141484 | 0.8% |
| disorder | 126266 | 0.7% |
| decreased | 115710 | 0.7% |
| infection | 114625 | 0.7% |
| Other values (6618) | 10358740 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14414575 | 10.1% |
| 13830565 | 9.7% | |
| e | 12028982 | 8.5% |
| i | 10656590 | 7.5% |
| n | 10631306 | 7.5% |
| r | 8805272 | 6.2% |
| o | 8756832 | 6.2% |
| t | 7984823 | 5.6% |
| s | 7215432 | 5.1% |
| l | 7079660 | 5.0% |
| Other values (62) | 40943910 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 142347947 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 14414575 | 10.1% |
| 13830565 | 9.7% | |
| e | 12028982 | 8.5% |
| i | 10656590 | 7.5% |
| n | 10631306 | 7.5% |
| r | 8805272 | 6.2% |
| o | 8756832 | 6.2% |
| t | 7984823 | 5.6% |
| s | 7215432 | 5.1% |
| l | 7079660 | 5.0% |
| Other values (62) | 40943910 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 142347947 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 14414575 | 10.1% |
| 13830565 | 9.7% | |
| e | 12028982 | 8.5% |
| i | 10656590 | 7.5% |
| n | 10631306 | 7.5% |
| r | 8805272 | 6.2% |
| o | 8756832 | 6.2% |
| t | 7984823 | 5.6% |
| s | 7215432 | 5.1% |
| l | 7079660 | 5.0% |
| Other values (62) | 40943910 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 142347947 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 14414575 | 10.1% |
| 13830565 | 9.7% | |
| e | 12028982 | 8.5% |
| i | 10656590 | 7.5% |
| n | 10631306 | 7.5% |
| r | 8805272 | 6.2% |
| o | 8756832 | 6.2% |
| t | 7984823 | 5.6% |
| s | 7215432 | 5.1% |
| l | 7079660 | 5.0% |
| Other values (62) | 40943910 |
Interactions
Correlations
| atc_concept_id | meddra_concept_id | gam_score | norm | gam_score_se | gam_score_90mse | gam_score_90pse | D | E | DE | |
|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | -0.000 | 0.017 | -0.000 | -0.000 | 0.000 | -0.000 | -0.051 | 0.040 | -0.007 |
| meddra_concept_id | -0.000 | 1.000 | 0.007 | 0.001 | -0.001 | 0.001 | -0.001 | 0.007 | 0.007 | 0.001 |
| gam_score | 0.017 | 0.007 | 1.000 | 0.218 | -0.085 | 0.087 | -0.083 | -0.018 | -0.053 | 0.010 |
| norm | -0.000 | 0.001 | 0.218 | 1.000 | -0.001 | 0.001 | -0.000 | 0.087 | 0.021 | 0.053 |
| gam_score_se | -0.000 | -0.001 | -0.085 | -0.001 | 1.000 | -1.000 | 1.000 | -0.001 | -0.000 | -0.000 |
| gam_score_90mse | 0.000 | 0.001 | 0.087 | 0.001 | -1.000 | 1.000 | -1.000 | 0.001 | 0.000 | 0.000 |
| gam_score_90pse | -0.000 | -0.001 | -0.083 | -0.000 | 1.000 | -1.000 | 1.000 | -0.001 | -0.000 | -0.000 |
| D | -0.051 | 0.007 | -0.018 | 0.087 | -0.001 | 0.001 | -0.001 | 1.000 | -0.004 | 0.160 |
| E | 0.040 | 0.007 | -0.053 | 0.021 | -0.000 | 0.000 | -0.000 | -0.004 | 1.000 | 0.203 |
| DE | -0.007 | 0.001 | 0.010 | 0.053 | -0.000 | 0.000 | -0.000 | 0.160 | 0.203 | 1.000 |
| atc_concept_id | meddra_concept_id | gam_score | norm | gam_score_se | gam_score_90mse | gam_score_90pse | D | E | DE | |
|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.019 | -0.018 | -0.002 | -0.029 | 0.010 | -0.029 | 0.016 | -0.001 | 0.002 |
| meddra_concept_id | 0.019 | 1.000 | 0.015 | 0.001 | 0.016 | -0.005 | 0.013 | 0.009 | -0.028 | -0.008 |
| gam_score | -0.018 | 0.015 | 1.000 | 0.380 | 0.548 | 0.309 | 0.713 | -0.089 | -0.153 | 0.089 |
| norm | -0.002 | 0.001 | 0.380 | 1.000 | 0.033 | 0.383 | 0.146 | 0.162 | 0.152 | 0.256 |
| gam_score_se | -0.029 | 0.016 | 0.548 | 0.033 | 1.000 | -0.346 | 0.927 | -0.199 | -0.139 | -0.039 |
| gam_score_90mse | 0.010 | -0.005 | 0.309 | 0.383 | -0.346 | 1.000 | -0.125 | 0.155 | 0.001 | 0.192 |
| gam_score_90pse | -0.029 | 0.013 | 0.713 | 0.146 | 0.927 | -0.125 | 1.000 | -0.208 | -0.147 | 0.003 |
| D | 0.016 | 0.009 | -0.089 | 0.162 | -0.199 | 0.155 | -0.208 | 1.000 | 0.031 | 0.344 |
| E | -0.001 | -0.028 | -0.153 | 0.152 | -0.139 | 0.001 | -0.147 | 0.031 | 1.000 | 0.390 |
| DE | 0.002 | -0.008 | 0.089 | 0.256 | -0.039 | 0.192 | 0.003 | 0.344 | 0.390 | 1.000 |
| atc_concept_id | meddra_concept_id | gam_score | norm | gam_score_se | gam_score_90mse | gam_score_90pse | D | E | DE | |
|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.013 | -0.012 | -0.001 | -0.019 | 0.007 | -0.019 | 0.011 | -0.001 | 0.002 |
| meddra_concept_id | 0.013 | 1.000 | 0.010 | 0.001 | 0.011 | -0.004 | 0.008 | 0.006 | -0.019 | -0.006 |
| gam_score | -0.012 | 0.010 | 1.000 | 0.266 | 0.418 | 0.191 | 0.571 | -0.060 | -0.104 | 0.070 |
| norm | -0.001 | 0.001 | 0.266 | 1.000 | 0.024 | 0.270 | 0.101 | 0.110 | 0.105 | 0.206 |
| gam_score_se | -0.019 | 0.011 | 0.418 | 0.024 | 1.000 | -0.391 | 0.847 | -0.134 | -0.086 | -0.031 |
| gam_score_90mse | 0.007 | -0.004 | 0.191 | 0.270 | -0.391 | 1.000 | -0.238 | 0.104 | -0.010 | 0.151 |
| gam_score_90pse | -0.019 | 0.008 | 0.571 | 0.101 | 0.847 | -0.238 | 1.000 | -0.141 | -0.091 | 0.002 |
| D | 0.011 | 0.006 | -0.060 | 0.110 | -0.134 | 0.104 | -0.141 | 1.000 | 0.021 | 0.274 |
| E | -0.001 | -0.019 | -0.104 | 0.105 | -0.086 | -0.010 | -0.091 | 0.021 | 1.000 | 0.319 |
| DE | 0.002 | -0.006 | 0.070 | 0.206 | -0.031 | 0.151 | 0.002 | 0.274 | 0.319 | 1.000 |
| atc_concept_id | meddra_concept_id | nichd | gam_score | norm | gam_score_se | gam_score_90mse | gam_score_90pse | D | E | DE | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.017 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.047 | 0.041 | 0.000 |
| meddra_concept_id | 0.017 | 1.000 | 0.000 | 0.015 | 0.014 | 0.000 | 0.000 | 0.000 | 0.020 | 0.077 | 0.004 |
| nichd | 0.000 | 0.000 | 1.000 | 0.013 | 0.860 | 0.001 | 0.001 | 0.001 | 0.345 | 0.153 | 0.006 |
| gam_score | 0.000 | 0.015 | 0.013 | 1.000 | 0.026 | 0.714 | 0.714 | 0.714 | 0.008 | 0.000 | 0.000 |
| norm | 0.013 | 0.014 | 0.860 | 0.026 | 1.000 | 0.003 | 0.003 | 0.003 | 0.233 | 0.064 | 0.003 |
| gam_score_se | 0.000 | 0.000 | 0.001 | 0.714 | 0.003 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| gam_score_90mse | 0.000 | 0.000 | 0.001 | 0.714 | 0.003 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| gam_score_90pse | 0.000 | 0.000 | 0.001 | 0.714 | 0.003 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| D | 0.047 | 0.020 | 0.345 | 0.008 | 0.233 | 0.000 | 0.000 | 0.000 | 1.000 | 0.010 | 0.086 |
| E | 0.041 | 0.077 | 0.153 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.010 | 1.000 | 0.060 |
| DE | 0.000 | 0.004 | 0.006 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.086 | 0.060 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| atc_concept_id | meddra_concept_id | ade | nichd | gam_score | norm | gam_score_se | gam_score_90mse | gam_score_90pse | D | E | DE | ade_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1588648 | 35809076 | 1588648_35809076 | term_neonatal | -0.130600 | 0.000000 | 2.478017 | -4.206938 | 3.945738 | 0 | 20 | 0 | valsartan and sacubitril and Fatigue |
| 1 | 1588648 | 35809076 | 1588648_35809076 | infancy | 0.947295 | 0.165652 | 1.982215 | -2.313449 | 4.208039 | 0 | 80 | 0 | valsartan and sacubitril and Fatigue |
| 2 | 1588648 | 35809076 | 1588648_35809076 | toddler | 2.028237 | 0.331773 | 1.794061 | -0.922994 | 4.979467 | 0 | 107 | 0 | valsartan and sacubitril and Fatigue |
| 3 | 1588648 | 35809076 | 1588648_35809076 | early_childhood | 3.114764 | 0.498751 | 1.859835 | 0.055336 | 6.174192 | 0 | 294 | 0 | valsartan and sacubitril and Fatigue |
| 4 | 1588648 | 35809076 | 1588648_35809076 | middle_childhood | 4.206369 | 0.666511 | 2.103987 | 0.745311 | 7.667428 | 0 | 1046 | 0 | valsartan and sacubitril and Fatigue |
| 5 | 1588648 | 35809076 | 1588648_35809076 | early_adolescence | 5.296451 | 0.834036 | 2.519912 | 1.151196 | 9.441707 | 1 | 2697 | 1 | valsartan and sacubitril and Fatigue |
| 6 | 1588648 | 35809076 | 1588648_35809076 | late_adolescence | 6.376378 | 1.000000 | 3.140563 | 1.210152 | 11.542603 | 0 | 1729 | 0 | valsartan and sacubitril and Fatigue |
| 7 | 1588648 | 36315755 | 1588648_36315755 | term_neonatal | -0.309645 | 0.000000 | 5.605292 | -9.530350 | 8.911061 | 0 | 0 | 0 | valsartan and sacubitril and Urine output increased |
| 8 | 1588648 | 36315755 | 1588648_36315755 | infancy | 2.245978 | 0.165652 | 4.433657 | -5.047387 | 9.539343 | 0 | 2 | 0 | valsartan and sacubitril and Urine output increased |
| 9 | 1588648 | 36315755 | 1588648_36315755 | toddler | 4.808824 | 0.331773 | 3.794585 | -1.433269 | 11.050917 | 0 | 6 | 0 | valsartan and sacubitril and Urine output increased |
| atc_concept_id | meddra_concept_id | ade | nichd | gam_score | norm | gam_score_se | gam_score_90mse | gam_score_90pse | D | E | DE | ade_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3225849 | 45893497 | 37522270 | 45893497_37522270 | middle_childhood | 2.472841 | 0.635989 | 0.927559 | 0.947007 | 3.998675 | 5 | 51 | 0 | cabozantinib and Surgery |
| 3225850 | 45893497 | 37522270 | 45893497_37522270 | early_adolescence | 3.243015 | 0.813670 | 0.999720 | 1.598476 | 4.887555 | 12 | 131 | 0 | cabozantinib and Surgery |
| 3225851 | 45893497 | 37522270 | 45893497_37522270 | late_adolescence | 4.050683 | 1.000000 | 1.206338 | 2.066257 | 6.035108 | 6 | 94 | 1 | cabozantinib and Surgery |
| 3225852 | 45893497 | 37622518 | 45893497_37622518 | term_neonatal | -0.028672 | 0.000000 | 0.901623 | -1.511841 | 1.454497 | 0 | 13 | 0 | cabozantinib and Haemorrhage |
| 3225853 | 45893497 | 37622518 | 45893497_37622518 | infancy | 0.348263 | 0.168004 | 0.735998 | -0.862454 | 1.558979 | 0 | 41 | 0 | cabozantinib and Haemorrhage |
| 3225854 | 45893497 | 37622518 | 45893497_37622518 | toddler | 0.725684 | 0.336224 | 0.707710 | -0.438499 | 1.889866 | 0 | 28 | 0 | cabozantinib and Haemorrhage |
| 3225855 | 45893497 | 37622518 | 45893497_37622518 | early_childhood | 1.103589 | 0.504661 | 0.784264 | -0.186525 | 2.393703 | 0 | 68 | 0 | cabozantinib and Haemorrhage |
| 3225856 | 45893497 | 37622518 | 45893497_37622518 | middle_childhood | 1.480633 | 0.672713 | 0.921456 | -0.035162 | 2.996428 | 5 | 129 | 0 | cabozantinib and Haemorrhage |
| 3225857 | 45893497 | 37622518 | 45893497_37622518 | early_adolescence | 1.852677 | 0.838537 | 1.105131 | 0.034737 | 3.670617 | 12 | 450 | 1 | cabozantinib and Haemorrhage |
| 3225858 | 45893497 | 37622518 | 45893497_37622518 | late_adolescence | 2.214936 | 1.000000 | 1.341605 | 0.007995 | 4.421876 | 6 | 448 | 0 | cabozantinib and Haemorrhage |